{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "bc45ccef",
   "metadata": {},
   "source": [
    "## 本周学习内容：\n",
    "###  字典的一般方法\n",
    ">> 1.如何查询字典  \n",
    ">> 2.通过字典的方法实现字典的修改（如增 删 改）  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "d824ef2d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'dict'> \n",
      " {'stu1801': 'ZiQi', 'stu1802': 'XiaoFeng', 'stu1803': 'LiuYu'}\n"
     ]
    }
   ],
   "source": [
    "# 新建字典  dict_name = {key1:valuel , key2:valuel2}\n",
    "stu_info = {\n",
    "    \"stu1801\":\"ZiQi\",\n",
    "    \"stu1802\":\"XiaoFeng\",\n",
    "    \"stu1803\":\"LiuYu\"\n",
    "}\n",
    "print(type(stu_info),'\\n',stu_info)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "acdca8dc",
   "metadata": {},
   "source": [
    "> 1.字典的新增（回顾与练习）\n",
    ">> * dict_name[key] = value"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "ca79ca2d",
   "metadata": {},
   "outputs": [],
   "source": [
    "stu_info[\"stu1804\"] = \"Xiaoming\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "a0149814",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'stu1801': 'ZiQi', 'stu1802': 'XiaoFeng', 'stu1803': 'LiuYu', 'stu1804': 'Xiaoming'}\n"
     ]
    }
   ],
   "source": [
    "print(stu_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "8cac8b9b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'stu1801': 'ZiQi', 'stu1802': 'xiaohong', 'stu1803': 'LiuYu', 'stu1804': 'Xiaoming'}\n"
     ]
    }
   ],
   "source": [
    "# 需要注意的事情 \n",
    "# 如果字典新增的内容的key值已经存在 ==>结论：将会对已有的key对应的value进行修改\n",
    "stu_info[\"stu1802\"] = \"xiaohong\"\n",
    "print(stu_info)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90e61331",
   "metadata": {},
   "source": [
    "> 2. 字典的删除\n",
    ">> 1. 字典pop()的一般使用方法：\n",
    ">>> 1. 先查询要删除的key是否存在（避免KeyError的报错）： 用 in 去查询 成员(key) 是否存在\n",
    ">>> 2. 然后在删除：D.pop(k[,d]) -> v\n",
    ">> 2. 字典popitem()的使用方法\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "ef51b922",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on built-in function pop:\n",
      "\n",
      "pop(...) method of builtins.dict instance\n",
      "    D.pop(k[,d]) -> v, remove specified key and return the corresponding value.\n",
      "    If key is not found, d is returned if given, otherwise KeyError is raised\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(stu_info.pop)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "f25f3ca0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'ZiQi'"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stu_info.pop(\"stu1801\")   ## 在学习列表时 pop（）没有给特定的值会自动删除最后一个  但字典没有确定的最后的值 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "d016f576",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'stu1802': 'xiaohong', 'stu1803': 'LiuYu', 'stu1804': 'Xiaoming'}"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stu_info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "f18c4519",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 如果key不存在，会怎么样？   ==> KeyError:'stu1081'\n",
    "if \"stu1801\" in stu_info:\n",
    "    stu_info.pop(\"stu1081\")\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "ba5a81b2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'stu1802': 'xiaohong', 'stu1803': 'LiuYu', 'stu1804': 'Xiaoming'}"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stu_info\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "39f9c8e2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on built-in function popitem:\n",
      "\n",
      "popitem() method of builtins.dict instance\n",
      "    Remove and return a (key, value) pair as a 2-tuple.\n",
      "    \n",
      "    Pairs are returned in LIFO (last-in, first-out) order.\n",
      "    Raises KeyError if the dict is empty.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(stu_info.popitem)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "137ba014",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('stu1804', 'Xiaoming')"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stu_info.popitem()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "4652dbcb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'stu1802': 'xiaohong', 'stu1803': 'LiuYu'}"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stu_info\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ec51a10a",
   "metadata": {},
   "source": [
    "--------\n",
    "> 3. 字典的修改\n",
    ">> 1. 先查询key是否存在，使用方法 ： in  &  not in\n",
    ">>> 1. key存在，将对其修改\n",
    ">>> 2. key不存在，将新增该成员（对应字典的新增）\n",
    ">> 2. 修改：dict_name[key] = value\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "32422045",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'stu1802': 'xiaohong', 'stu1803': 'LiuYu'}"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "stu_info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "8dcc6f0b",
   "metadata": {},
   "outputs": [],
   "source": [
    "stu_info['stu1802'] = 'LiHua'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "94fbd74b",
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (<ipython-input-34-40a3b74286f6>, line 1)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-34-40a3b74286f6>\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m    stu_info.\u001b[0m\n\u001b[1;37m             ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "stu_info."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b10f545",
   "metadata": {},
   "source": [
    "> 4. 尝试实践：\n",
    ">> 1. 使用help查看字典的其他方法\n",
    ">> 2. 尝试每一种方法的使用并实践\n",
    ">> 3. 请大家用表格记录每一种方法的如何使用、注意事项、使用结果\n",
    "\n",
    "* 示例：\n",
    "\n",
    "| 字典的方法      | Description | 具体使用|\n",
    "| ----------- | ----------- |---------- |\n",
    "| pop()      | 给定一个存在的key，可以进行对应成员(key及value)的删除       |D.pop(k[,d]) -> v   |\n",
    "| popitem()   | ....        | .....  |"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "b003cd78",
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid character in identifier (<ipython-input-35-e60879d01eae>, line 2)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-35-e60879d01eae>\"\u001b[1;36m, line \u001b[1;32m2\u001b[0m\n\u001b[1;33m    * 课本P112实践： 利用字典查看文本元音词频\u001b[0m\n\u001b[1;37m              ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid character in identifier\n"
     ]
    }
   ],
   "source": [
    "### 2.字典的实践（一）\n",
    "* 课本P112实践： 利用字典查看文本元音词频\n",
    "\n",
    "```\n",
    "\n",
    "vowels = [\"a\",\"e\",\"i\",\"o\",\"u\"]\n",
    "word = input(\"Provide a word to search for vowels:\")\n",
    "found = {}\n",
    "\n",
    "# found[\"a\"]=0\n",
    "# found[\"e\"]=0\n",
    "# found[\"i\"]=0\n",
    "# found[\"o\"]=0\n",
    "# found[\"u\"]=0\n",
    "found = found.fromkeys(vowels,0)\n",
    "\n",
    "for letter in word:\n",
    "  if letter in vowels:\n",
    "      found[letter] += 1\n",
    "\n",
    "# print(found.items())\n",
    "for k,v in found.items():\n",
    "    print(k,\"was found\",v,\"time(s)\")\n",
    "# print(found)\n",
    "```\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2b8b6b67",
   "metadata": {},
   "outputs": [],
   "source": [
    "word = input(\"请输入要查询的文本：\")\n",
    "#　给定元音字母列表\n",
    "vowels = [\"a\",\"e\",\"i\",\"o\",\"u\"]\n",
    "\n",
    "found = {}\n",
    "\n",
    "# found[\"a\"]=0\n",
    "# found[\"e\"]=0\n",
    "# found[\"i\"]=0\n",
    "# found[\"o\"]=0\n",
    "# found[\"u\"]=0\n",
    "\n",
    "for i in vowels:\n",
    "    found[i]=0\n",
    "\n",
    "for i in word:\n",
    "    # i : a,e,i,o,u 每次遍历一个\n",
    "    if i in vowels:\n",
    "        found[i] +=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d4fefef1",
   "metadata": {},
   "outputs": [],
   "source": [
    "found"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "076973bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "vowels = [\"a\",\"e\",\"i\",\"o\",\"u\"]\n",
    "\n",
    "found = {}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7bf2ab7e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 初始化 字典 的一种方式\n",
    "found.fromkeys(vowels,1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1214d2da",
   "metadata": {},
   "outputs": [],
   "source": [
    "help(found.fromkeys)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e9a0d13a",
   "metadata": {},
   "outputs": [],
   "source": [
    "### 3. 字典的实践（二）\n",
    "\n",
    "* 知识点：\n",
    "> 1. setdefault()方法\n",
    "> 2. sorted()排序\n",
    "\n",
    "```\n",
    "vowels = [\"a\",\"e\",\"i\",\"o\",\"u\"]\n",
    "word = input(\"Provide a word to search for vowels:\")\n",
    "found = {}\n",
    "\n",
    "for letter in word:\n",
    "    if letter in vowels:\n",
    "        found.setdefault(letter,0)  #如果是元音字母，就在字典found中初始化这个元音字母，值为0\n",
    "        found[letter] +=1\n",
    "for k,v in sorted(found.items()):\n",
    "    print(k,v)\n",
    "```\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f13aa825",
   "metadata": {},
   "outputs": [],
   "source": [
    "# D.setdefault(k[,d]) -> D.get(k,d), also set D[k]=d if k not in D\n",
    "# 1. 如果 这个 k 已经存在了，不作任何修改\n",
    "# 2. 如果 这个 k 不存在，新增这个成员\n",
    "\n",
    "vowels = [\"a\",\"e\",\"i\",\"o\",\"u\"]\n",
    "found = {\n",
    "    \"a\":2\n",
    "}\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1245f843",
   "metadata": {},
   "outputs": [],
   "source": [
    "found.setdefault('e',5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "125647fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "found"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ae677e87",
   "metadata": {},
   "outputs": [],
   "source": [
    "help(found.setdefault)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a2acc5b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 优化实践（一）：文本中不出现的元音字母，不增加到字典当中\n",
    "vowels = [\"a\",\"e\",\"i\",\"o\",\"u\"]\n",
    "found = {}\n",
    "word = input(\"请输入文本内容:\")\n",
    "\n",
    "for i in word:\n",
    "    if i in vowels:\n",
    "        found.setdefault(i,0) # 初始化值为0  ，found 中没有该元素时，初始化\n",
    "        found[i] += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "87dcda7a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 只有出现过的元素，统计其词频\n",
    "found\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "49521b48",
   "metadata": {},
   "outputs": [],
   "source": [
    "### 字典的实践 （三）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "25ffdcd3",
   "metadata": {},
   "outputs": [],
   "source": [
    "people = {}\n",
    "people['Ford'] = {\"Name\":'Ford Prefect',\n",
    "                  \"Gender\":'Male',\n",
    "                  \"Occupation\":'Researcher',\n",
    "                  \"Home Planet\":'Betelgeuse Seven'}\n",
    "people['Arthur'] = {\"Name\":'Arthur Dent',\n",
    "                  \"Gender\":'Male',\n",
    "                  \"Occupation\":'Sandwich-Maker',\n",
    "                  \"Home Planet\":'Earth'}\n",
    "people['Tricia'] = {\"Name\":'Tricia McMillan',\n",
    "                    \"Gender\":'Female',\n",
    "                    \"Occupation\":'Mathematician',\n",
    "                    \"Home Planet\":'Earth'}\n",
    "people['Marvin'] = {\"Name\":'Marvin',\n",
    "                    \"Gender\":'Unknown',\n",
    "                    \"Occupation\":'Paranoid Android',\n",
    "                    \"Home Planet\":'Unknown'}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "48f7b1d6",
   "metadata": {},
   "outputs": [],
   "source": [
    "people"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "02b0ce8d",
   "metadata": {},
   "outputs": [],
   "source": [
    "people['Tricia']['Name']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7f2a7e4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "  'province': '广东省',\n",
    "   'adcode': '440117',广州南方学院 = {'status': '1',\n",
    " 'regeocode': {'roads': [{'id': '020F49F0050461206',\n",
    "    'location': '113.678,23.6284',\n",
    "    'direction': '北',\n",
    "    'name': '博学路',\n",
    "    'distance': '7.63232'},\n",
    "   {'id': '020F49F0050462229',\n",
    "    'location': '113.679,23.6245',\n",
    "    'direction': '北',\n",
    "    'name': '老虎形街',\n",
    "    'distance': '445.159'},\n",
    "   {'id': '020F49F0050462451',\n",
    "    'location': '113.677,23.6347',\n",
    "    'direction': '南',\n",
    "    'name': '中山路',\n",
    "    'distance': '708.299'}],\n",
    "  'roadinters': [{'second_name': '中山路',\n",
    "    'first_id': '020F49F0050461206',\n",
    "    'second_id': '020F49F0050462451',\n",
    "    'location': '113.676794,23.634661',\n",
    "    'distance': '708.299',\n",
    "    'first_name': '博学路',\n",
    "    'direction': '南'}],\n",
    "  'formatted_address': '广东省广州市从化区温泉镇博学路',\n",
    "  'addressComponent': {'city': '广州市',\n",
    "   'district': '从化区',\n",
    "   'towncode': '440117100000',\n",
    "   'streetNumber': {'number': '24号',\n",
    "    'location': '113.677267,23.629149',\n",
    "    'direction': '西北',\n",
    "    'distance': '129.943',\n",
    "    'street': '博学路'},\n",
    "   'country': '中国',\n",
    "   'township': '温泉镇',\n",
    "   'businessAreas': [[]],\n",
    "   'building': {'name': [], 'type': []},\n",
    "   'neighborhood': {'name': [], 'type': []},\n",
    "   'citycode': '020'},\n",
    "  'aois': [],\n",
    "  'pois': [{'id': 'B0FFG4TAF2',\n",
    "    'direction': '东南',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉镇乌土村松浪队5号(近博学路)',\n",
    "    'poiweight': '0.237309',\n",
    "    'name': '广州南方公寓',\n",
    "    'location': '113.678983,23.627778',\n",
    "    'distance': '102.617',\n",
    "    'tel': '13622768437',\n",
    "    'type': '商务住宅;住宅区;住宅小区'},\n",
    "   {'id': 'B0H6FA18J5',\n",
    "    'direction': '东南',\n",
    "    'businessarea': [],\n",
    "    'address': '从莞深高速(广州南方学院南侧)',\n",
    "    'poiweight': '0.223065',\n",
    "    'name': '保利半山花园',\n",
    "    'location': '113.679358,23.627672',\n",
    "    'distance': '139.054',\n",
    "    'tel': [],\n",
    "    'type': '商务住宅;住宅区;住宅区'},\n",
    "   {'id': 'B00140TWHT',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '笃行路2',\n",
    "    'poiweight': '0.157653',\n",
    "    'name': '教工住宅1号',\n",
    "    'location': '113.678490,23.630432',\n",
    "    'distance': '222.658',\n",
    "    'tel': [],\n",
    "    'type': '商务住宅;住宅区;住宅小区'},\n",
    "   {'id': 'B0FFHRJDM9',\n",
    "    'direction': '东南',\n",
    "    'businessarea': [],\n",
    "    'address': '中大南方学院南门1号',\n",
    "    'poiweight': '0.256152',\n",
    "    'name': '中南公寓',\n",
    "    'location': '113.680349,23.627573',\n",
    "    'distance': '231.723',\n",
    "    'tel': '13711245345',\n",
    "    'type': '商务住宅;住宅区;住宅小区'},\n",
    "   {'id': 'B0HGD588HJ',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路',\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院教学楼4号',\n",
    "    'location': '113.677460,23.630490',\n",
    "    'distance': '242.901',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0FFHZH0IK',\n",
    "    'direction': '西北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路广州南方学院综合楼内',\n",
    "    'poiweight': '0.17934',\n",
    "    'name': '地下铁',\n",
    "    'location': '113.677941,23.629029',\n",
    "    'distance': '74.1376',\n",
    "    'tel': [],\n",
    "    'type': '餐饮服务;冷饮店;冷饮店'},\n",
    "   {'id': 'B0HGDU76L2',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路',\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院2号实验楼',\n",
    "    'location': '113.678211,23.630956',\n",
    "    'distance': '280.003',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0FFKP838K',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路25',\n",
    "    'poiweight': '0.191742',\n",
    "    'name': '教学楼3号(外国语学院)',\n",
    "    'location': '113.677247,23.630947',\n",
    "    'distance': '298.093',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;高等院校'},\n",
    "   {'id': 'B0HGDU8NLD',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路附近',\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院1号实验楼',\n",
    "    'location': '113.678215,23.631370',\n",
    "    'distance': '326.007',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0HGD58UTU',\n",
    "    'direction': '西北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路',\n",
    "    'poiweight': '0.191229',\n",
    "    'name': '广州南方学院2号教学楼',\n",
    "    'location': '113.677060,23.631346',\n",
    "    'distance': '346.352',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B00140MR9A',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉大道882号',\n",
    "    'poiweight': '0.450402',\n",
    "    'name': '广州南方学院',\n",
    "    'location': '113.679262,23.632583',\n",
    "    'distance': '471.564',\n",
    "    'tel': '020-87828988;020-61787331',\n",
    "    'type': '科教文化服务;学校;高等院校'},\n",
    "   {'id': 'B0HGDU92JD',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': [],\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院教学楼1号',\n",
    "    'location': '113.677077,23.631783',\n",
    "    'distance': '391.548',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0HGD592BJ',\n",
    "    'direction': '东北',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉大道886号广州南方学院内',\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院综合楼',\n",
    "    'location': '113.680117,23.631544',\n",
    "    'distance': '392.731',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0FFKP81F0',\n",
    "    'direction': '西北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路19号附近',\n",
    "    'poiweight': '0.191742',\n",
    "    'name': '教学楼1号(文学与传媒学院)',\n",
    "    'location': '113.676866,23.631736',\n",
    "    'distance': '393.93',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;科教文化场所;科教文化场所'},\n",
    "   {'id': 'B0FFLBEOND',\n",
    "    'direction': '东北',\n",
    "    'businessarea': [],\n",
    "    'address': '从莞深高速(广州南方学院)',\n",
    "    'poiweight': '0.190963',\n",
    "    'name': '聚贤楼10号',\n",
    "    'location': '113.681253,23.631036',\n",
    "    'distance': '418.51',\n",
    "    'tel': [],\n",
    "    'type': '商务住宅;住宅区;宿舍'},\n",
    "   {'id': 'B0FFH6K3U9',\n",
    "    'direction': '西北',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉镇温泉大道882号广州南方学院H7栋1-5层',\n",
    "    'poiweight': '0.254885',\n",
    "    'name': '广州中大南方招待所',\n",
    "    'location': '113.676330,23.631332',\n",
    "    'distance': '378.102',\n",
    "    'tel': '020-61787222',\n",
    "    'type': '住宿服务;住宿服务相关;住宿服务相关'},\n",
    "   {'id': 'B0HGD58NF8',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉大道882号广州南方学院新综合楼2层',\n",
    "    'poiweight': '0.191229',\n",
    "    'name': '广州南方学院达人书院',\n",
    "    'location': '113.679041,23.632392',\n",
    "    'distance': '446.366',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;科教文化场所;科教文化场所'},\n",
    "   {'id': 'B0FFKUVYWV',\n",
    "    'direction': '东北',\n",
    "    'businessarea': [],\n",
    "    'address': '保利桃花源',\n",
    "    'poiweight': '0.273168',\n",
    "    'name': '广州和风庭阿七度假别墅',\n",
    "    'location': '113.681736,23.630569',\n",
    "    'distance': '424.35',\n",
    "    'tel': '18681565305',\n",
    "    'type': '住宿服务;住宿服务相关;住宿服务相关'},\n",
    "   {'id': 'B0HGDU99RM',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉大道882号广州南方学院内',\n",
    "    'poiweight': '0.257947',\n",
    "    'name': '广州南方学院图书馆',\n",
    "    'location': '113.679177,23.632762',\n",
    "    'distance': '489.331',\n",
    "    'tel': '020-61787368;020-61787371',\n",
    "    'type': '科教文化服务;图书馆;图书馆'},\n",
    "   {'id': 'B0HGDU92JC',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路附近',\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院4号实验楼',\n",
    "    'location': '113.679963,23.632652',\n",
    "    'distance': '498.883',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0FFL7C054',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉镇博学路882号(广州南方学院商业中心1层)',\n",
    "    'poiweight': '0.317505',\n",
    "    'name': '广州U优森特酒店',\n",
    "    'location': '113.679226,23.632528',\n",
    "    'distance': '464.819',\n",
    "    'tel': '15813395296',\n",
    "    'type': '住宿服务;住宿服务相关;住宿服务相关'},\n",
    "   {'id': 'B0FFG8CSEK',\n",
    "    'direction': '东北',\n",
    "    'businessarea': [],\n",
    "    'address': '从莞深高速(广州南方学院)',\n",
    "    'poiweight': '0.185371',\n",
    "    'name': 'L5员工宿舍',\n",
    "    'location': '113.682583,23.631487',\n",
    "    'distance': '554.129',\n",
    "    'tel': [],\n",
    "    'type': '商务住宅;住宅区;宿舍'},\n",
    "   {'id': 'B0HGD58FR2',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '广州南方学院',\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院教学楼9号',\n",
    "    'location': '113.679747,23.633032',\n",
    "    'distance': '532.163',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0HG5Z9JNK',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路',\n",
    "    'poiweight': '0.221553',\n",
    "    'name': '广州南方学院教学楼7号',\n",
    "    'location': '113.678600,23.633330',\n",
    "    'distance': '544.868',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0HGD599JM',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉大道882号广州南方学院',\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院第11教学楼',\n",
    "    'location': '113.680037,23.633173',\n",
    "    'distance': '556.036',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0GUJYPEG2',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉大道882号广州南方学院内博学路6号之3',\n",
    "    'poiweight': '0.216026',\n",
    "    'name': '怒烤烤串(从化店)',\n",
    "    'location': '113.677160,23.632910',\n",
    "    'distance': '510.112',\n",
    "    'tel': [],\n",
    "    'type': '餐饮服务;中餐厅;特色/地方风味餐厅'},\n",
    "   {'id': 'B0HGDU6Z41',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '温泉大道882',\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院教学楼6号',\n",
    "    'location': '113.678424,23.633710',\n",
    "    'distance': '586.331',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'},\n",
    "   {'id': 'B0HGD580NZ',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '博学路7号附近',\n",
    "    'poiweight': '0.285712',\n",
    "    'name': '广州南方学院惟贤门',\n",
    "    'location': '113.678437,23.633721',\n",
    "    'distance': '587.601',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;高等院校'},\n",
    "   {'id': 'B0HGDU7T1K',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '从莞深高速(广州南方学院)',\n",
    "    'poiweight': '0.191229',\n",
    "    'name': '广州南方学院教学楼10号',\n",
    "    'location': '113.680125,23.633492',\n",
    "    'distance': '592.504',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;科教文化场所;科教文化场所'},\n",
    "   {'id': 'B0HGDU76L1',\n",
    "    'direction': '北',\n",
    "    'businessarea': [],\n",
    "    'address': '中山路与博学路交叉口东南150米',\n",
    "    'poiweight': '0.221662',\n",
    "    'name': '广州南方学院教学楼5号',\n",
    "    'location': '113.678046,23.633982',\n",
    "    'distance': '616.848',\n",
    "    'tel': [],\n",
    "    'type': '科教文化服务;学校;学校'}]},\n",
    " 'info': 'OK',\n",
    " 'infocode': '10000'}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "498f6bad",
   "metadata": {},
   "outputs": [],
   "source": [
    "广州南方学院.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a5be2fa0",
   "metadata": {},
   "outputs": [],
   "source": [
    "广州南方学院['status']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8fab0535",
   "metadata": {},
   "outputs": [],
   "source": [
    "广州南方学院['regeocode'].keys()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5c535309",
   "metadata": {},
   "outputs": [],
   "source": [
    "#  列表 ： 存相同数据结构类型数据  but usually the items all have the same type\n",
    "pois_list = 广州南方学院['regeocode']['pois']\n",
    "for i in pois_list:\n",
    "    if i[\"id\"] == 'B0HGD588HJ':\n",
    "        print(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "da1515ab",
   "metadata": {},
   "outputs": [],
   "source": [
    "### 课后实践:\n",
    "> 1. 请找出 id 为 'B0HGD588HJ' 的 信息(第一题如上)\n",
    "> 2. 请找出所有的 pois 中的字典元素 的 id，存到一个id列表中\n",
    "> 3. 请找出所有的 pois 中的字典元素 的 name，存到一个 id 列表中\n",
    "> 4. 请找出所有的 name 以及 location  做一个字典 （name_dict = {name1:location1 , name2:location2...}）\n",
    "> 5. 请找出所有 含有 'tel' 的元素 \n"
   ]
  }
 ],
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